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Test your understanding with targeted questions related to the topic.
Question 1
Easy
Describe the Chinese Restaurant Process in your own words.
π‘ Hint: Think about a scenario in a restaurant.
Question 2
Easy
What role does the concentration parameter (Ξ±) play in the CRP?
π‘ Hint: Consider how it affects choices.
Practice 4 more questions and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does the Chinese Restaurant Process (CRP) represent?
π‘ Hint: Think about what CRP is applied to.
Question 2
True or False: In CRP, a higher concentration parameter (Ξ±) would discourage the formation of new clusters.
π‘ Hint: Recall how Ξ± affects decision-making.
Solve 2 more questions and get performance evaluation
Push your limits with challenges.
Question 1
Given 4 tables with 2, 3, 5, and 1 customer(s) respectively and a concentration parameter Ξ± = 3, calculate the probability of a new customer joining an existing table versus starting a new one.
π‘ Hint: Use the formulas for each table and sum the probabilities.
Question 2
Discuss how changing the concentration parameter (Ξ±) affects the diversity of clusters in a dataset using CRP.
π‘ Hint: Think about the dynamics of clustering relative to Ξ±.
Challenge and get performance evaluation